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BODHIVRUKSHA JOURNAL OF DIVERSE DISCIPLINE

ISSN: 3139-1486 (Online) | ISSN: 3139-9819 (Print) Impact Factor : 6.21 ESTD Year : 2025
Bi-monthly Multilingual Academic Research Multidisciplinary

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From Telemetry to Settlement: Evidence Validation, Parametric Payment, and Controlled Recovery for Cloud SLA Breaches

Department of Artificial Intelligence and Data Science, Ajeenkya DY Patil School of Engineering, Pune, India · India

Abstract

When there is downtime in the cloud, two questions arise: is it a breach of a service-level agreement (SLA), and what must be done about it? We propose an architecture that connects telemetry with evidence assessment, parametric payment, and controlled recovery through a common incident record. Metrics are compared with a versioned policy, vigilant witnesses certify the evidence, and a smart contract enforces the principle of bounded payment. A separately authorized “director” can perform an allowed recovery operation if needed. The design deals directly with missing observations, duplicate claims, contradictions between witnesses, confidentiality, emergency suspension, and the danger of making a downtime worse through automated recovery. It also distinguishes the integrity of evidence from the fidelity of measurement. The paper is a design and evaluation plan; it reports no experimental results.

Keywords

Cloud SLAevidence validationoraclesparametric insurancerecovery automationsmart contractstelemetry

How to Cite This Article

Utkarsha Kute,Prof. Sandeep Kumar Jaiswal. (2026). From Telemetry to Settlement: Evidence Validation, Parametric Payment, and Controlled Recovery for Cloud SLA Breaches. Special Issue on Emerging Frontiers in Artificial Intelligence and Multidisciplinary Intelligent Systems.

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